Fernandes' red card, which was the third of the 30-year-old's career, meant he was to be suspended for his team's matches against Aston Villa, Brentford and West Ham, but he will be available for head coach Erik ten Hag after the FA's decision.
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WHAT NEXT?
The Portugal international will be involved when his side meet Porto in the Europa League in midweek before they turn their attention to the Premier League clash against Villa on Sunday.